Literature DB >> 31734203

Machine Learning in Medical Imaging: All Journeys Begin With a Single Step.

Robert M Judd1.   

Abstract

Keywords:  CMR; MRI; artificial intelligence; cardiovascular MRI; convolutional neural network; machine learning; medical imaging

Year:  2019        PMID： 31734203     DOI： 10.1016/j.jcmg.2019.08.028

Source DB:  PubMed          Journal:  JACC Cardiovasc Imaging        ISSN： 1876-7591


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  3 in total

1.  Dissecting miRNA-Gene Networks to Map Clinical Utility Roads of Pharmacogenomics-Guided Therapeutic Decisions in Cardiovascular Precision Medicine.

Authors:  Fani Chatzopoulou; Konstantinos A Kyritsis; Christos I Papagiannopoulos; Eleftheria Galatou; Nikolaos Mittas; Nikoleta F Theodoroula; Andreas S Papazoglou; Efstratios Karagiannidis; Maria Chatzidimitriou; Anna Papa; Georgios Sianos; Lefteris Angelis; Dimitrios Chatzidimitriou; Ioannis S Vizirianakis
Journal:  Cells       Date:  2022-02-10       Impact factor: 6.600

2.  Risk prediction for malignant intraductal papillary mucinous neoplasm of the pancreas: logistic regression versus machine learning.

Authors:  Jae Seung Kang; Chanhee Lee; Wookyeong Song; Wonho Choo; Seungyeoun Lee; Sungyoung Lee; Youngmin Han; Claudio Bassi; Roberto Salvia; Giovanni Marchegiani; Cristopher L Wolfgang; Jin He; Alex B Blair; Michael D Kluger; Gloria H Su; Song Cheol Kim; Ki-Byung Song; Masakazu Yamamoto; Ryota Higuchi; Takashi Hatori; Ching-Yao Yang; Hiroki Yamaue; Seiko Hirono; Sohei Satoi; Tsutomu Fujii; Satoshi Hirano; Wenhui Lou; Yasushi Hashimoto; Yasuhiro Shimizu; Marco Del Chiaro; Roberto Valente; Matthias Lohr; Dong Wook Choi; Seong Ho Choi; Jin Seok Heo; Fuyuhiko Motoi; Ippei Matsumoto; Woo Jung Lee; Chang Moo Kang; Yi-Ming Shyr; Shin-E Wang; Ho-Seong Han; Yoo-Seok Yoon; Marc G Besselink; Nadine C M van Huijgevoort; Masayuki Sho; Hiroaki Nagano; Sang Geol Kim; Goro Honda; Yinmo Yang; Hee Chul Yu; Jae Do Yang; Jun Chul Chung; Yuichi Nagakawa; Hyung Il Seo; Yoo Jin Choi; Yoonhyeong Byun; Hongbeom Kim; Wooil Kwon; Taesung Park; Jin-Young Jang
Journal:  Sci Rep       Date:  2020-11-18       Impact factor: 4.379

3.  A Risk-Stratification Machine Learning Framework for the Prediction of Coronary Artery Disease Severity: Insights From the GESS Trial.

Authors:  Nikolaos Mittas; Fani Chatzopoulou; Konstantinos A Kyritsis; Christos I Papagiannopoulos; Nikoleta F Theodoroula; Andreas S Papazoglou; Efstratios Karagiannidis; Georgios Sofidis; Dimitrios V Moysidis; Nikolaos Stalikas; Anna Papa; Dimitrios Chatzidimitriou; Georgios Sianos; Lefteris Angelis; Ioannis S Vizirianakis
Journal:  Front Cardiovasc Med       Date:  2022-01-18
  3 in total

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